Fire and ambulance services were called at 5am on Saturday morning to assist the man while a second male was taken to Edinburgh Royal Infirmary by ambulance with shoulder injuries.
The man who was airlifted fell 40ft from near the top of the former volcano and suffered a severe head injury.
Fire crews from Liberton and Tollcross used line rescue equipment to move the injured man to safety.